moveread-ocr


Namemoveread-ocr JSON
Version 0.1.25 PyPI version JSON
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home_pageNone
SummaryMoveread OCR model, in tensorflow
upload_time2024-08-25 07:44:36
maintainerNone
docs_urlNone
authorNone
requires_python>=3.10
licenseNone
keywords
VCS
bugtrack_url
requirements No requirements were recorded.
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            # Moveread OCR

## CLIs

### Data Exporting

```bash
ocr records boxes 'data/ocr-dataset/**/*' -vo path/to/tfrecords
ocr records samples 'data/ocr-dataset/**/*' -vo path/to/tfrecords
```

### Inference

```bash
ocr predict -v --weights model.weights.h5 --data path/to/tfrecords > top-preds.ndjson
```

### Finetuning

```bash
ocr finetune -vw model.weights.h5 --train path/to/tfrecords --val path/to/tfrecords \
  --epochs 20 --batch-size 32 --lr 0.001
```

### Evaluation

```bash
ocr evaluate -vw model.weights.h5 -d path/to/tfrecords
```

### Serving Export

```bash
ocr export -vw model.weights.h5 -o path/to/SavedModel
```

            

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    "description": "# Moveread OCR\n\n## CLIs\n\n### Data Exporting\n\n```bash\nocr records boxes 'data/ocr-dataset/**/*' -vo path/to/tfrecords\nocr records samples 'data/ocr-dataset/**/*' -vo path/to/tfrecords\n```\n\n### Inference\n\n```bash\nocr predict -v --weights model.weights.h5 --data path/to/tfrecords > top-preds.ndjson\n```\n\n### Finetuning\n\n```bash\nocr finetune -vw model.weights.h5 --train path/to/tfrecords --val path/to/tfrecords \\\n  --epochs 20 --batch-size 32 --lr 0.001\n```\n\n### Evaluation\n\n```bash\nocr evaluate -vw model.weights.h5 -d path/to/tfrecords\n```\n\n### Serving Export\n\n```bash\nocr export -vw model.weights.h5 -o path/to/SavedModel\n```\n",
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